Angelo Ziletti

According to our database, Angelo Ziletti authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Disentangling Ambiguity from Instability in Large Language Models: A Clinical Text-to-SQL Case Study.

Angelo Ziletti, Leonardo D'Ambrosi

CoRR, February, 2026

Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs.

Daniel Steinigen, Roman Teucher, Timm Heine Ruland, Max Rudat, Nicolas Flores-Herr, Peter Fischer, Nikola Milosevic, Christopher Schymura, Angelo Ziletti

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Generating Patient Cohorts from Electronic Health Records Using Two-Step Retrieval-Augmented Text-to-SQL Generation.

Angelo Ziletti, Leonardo D'Ambrosi

Proceedings of the Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning, 2025

2024

Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records.

Angelo Ziletti, Leonardo D'Ambrosi

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2022

Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning.

Angelo Ziletti, Alan Akbik, Christoph Berns, Thomas Herold, Marion Legler, Martina Viell

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

2021

Discovering Key Topics From Short, Real-World Medical Inquiries via Natural Language Processing.

Angelo Ziletti, Christoph Berns, Oliver Treichel, Thomas Weber, Jennifer Liang, Stephanie Kammerath, Marion Schwaerzler, Jagatheswari Virayah, David Ruau, Xin Ma, Andreas Mattern

Frontiers Comput. Sci., 2021

Biomedical Data-to-Text Generation via Fine-Tuning Transformers.

Ruslan Yermakov, Nicholas Drago, Angelo Ziletti

Proceedings of the 14th International Conference on Natural Language Generation, 2021

2020

Discovering key topics from short, real-world medical inquiries via natural language processing and unsupervised learning.

Angelo Ziletti, Christoph Berns, Oliver Treichel, Thomas Weber, Jennifer Liang, Stephanie Kammerath, Marion Schwaerzler, Jagatheswari Virayah, David Ruau, Xin Ma, Andreas Mattern

CoRR, 2020